Scheduling trucks and drones for cooperative deliveries

被引:16
|
作者
Gao, Jiajing [1 ]
Zhen, Lu [1 ]
Laporte, Gilbert [2 ,3 ]
He, Xueting [1 ]
机构
[1] Shanghai Univ, Sch Management, Shanghai 200444, Peoples R China
[2] HEC Montreal, Dept Decis Sci, Montreal, PQ, Canada
[3] Univ Bath, Sch Management, Bath, England
基金
中国国家自然科学基金;
关键词
Scheduling; Truck and drone routing; Cooperative delivery; Column generation; VEHICLE-ROUTING PROBLEM; TRAVELING SALESMAN PROBLEM; TIME WINDOWS; OPTIMIZATION;
D O I
10.1016/j.tre.2023.103267
中图分类号
F [经济];
学科分类号
02 ;
摘要
Truck and drone based cooperative delivery system is an emerging instant delivery mode for transporting packages in a more timely and efficient way than traditional delivery mode. This paper studies the scheduling of a fleet of truck groups, each of which can carry multiple drones. We formulate a mixed integer programming model for truck groups routes, and for the timing of the drones' launching and return to their dedicated truck. The model objective is to minimize the total operational cost, including truck travel cost, drone travel cost, using truck groups fixed cost, and potential penalty for late delivery at customer locations. Column generation-based heuristic algorithm and some acceleration techniques are designed for solving the model efficiently. We carry out numerical experiments for validating the effectiveness of the mathematical model, algorithm, and acceleration techniques. In addition, sensitivity analyses are performed to derive some managerial implications.
引用
收藏
页数:22
相关论文
共 50 条
  • [21] PREDICTING CORN DELIVERIES TO AN AGRICULTURAL COOPERATIVE
    WALLACH, D
    AGRONOMIE, 1992, 12 (08): : 631 - 637
  • [22] Editorial: Control of cooperative drones and their applications
    Jamisola, Rodrigo S., Jr.
    FRONTIERS IN ROBOTICS AND AI, 2022, 9
  • [23] Scheduling-location problem with drones
    Kim, Dongwook
    Moon, Ilkyeong
    INTERNATIONAL TRANSACTIONS IN OPERATIONAL RESEARCH, 2024, 31 (05) : 2850 - 2874
  • [24] Scheduling deliveries in vehicles with multiple compartments
    Chajakis, ED
    Guignard, M
    JOURNAL OF GLOBAL OPTIMIZATION, 2003, 26 (01) : 43 - 78
  • [25] Scheduling linen deliveries in a large hospital
    Banerjea-Brodeur, M
    Cordeau, JF
    Laporte, G
    Lasry, A
    JOURNAL OF THE OPERATIONAL RESEARCH SOCIETY, 1998, 49 (08) : 777 - 780
  • [26] COMPUTER SCHEDULING OF BEER TANKER DELIVERIES
    CRAWFORD, JL
    SINCLAIR, GB
    INTERNATIONAL JOURNAL OF PHYSICAL DISTRIBUTION, 1977, 7 (05): : 294 - 304
  • [27] Single Supplier Scheduling for Multiple Deliveries
    T.C. Edwin Cheng
    Mikhail Y. Kovalyov
    Annals of Operations Research, 2001, 107 : 51 - 63
  • [28] Single machine scheduling with batch deliveries
    Cheng, TCE
    Gordon, VS
    Kovalyov, MY
    EUROPEAN JOURNAL OF OPERATIONAL RESEARCH, 1996, 94 (02) : 277 - 283
  • [29] Scheduling Deliveries in Vehicles with Multiple Compartments
    Emmanual D. Chajakis
    Monique Guignard
    Journal of Global Optimization, 2003, 26 : 43 - 78
  • [30] Scheduling Drones to Recharge Electric Vehicles
    Karagianni, Eleni
    Rigas, Emmanouil S.
    Bassiliades, Nick
    PROCEEDINGS OF THE 12TH HELLENIC CONFERENCE ON ARTIFICIAL INTELLIGENCE, SETN 2022, 2022,